Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "21"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 21 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 247 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 229 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_27740/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 21, Node 2:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.063641 -0.184712 36.012276 9.753330 13.320997 3.437066 43.208654 12.630482 0.7466 0.7644 0.2672 10.551285 11.481421
2459593 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.851858 0.826249 39.779200 11.630933 5.347234 3.298334 12.200605 2.737357 0.6944 0.7000 0.2554 4.167672 3.989915
2459592 dish_ok 100.00% 100.00% 100.00% 0.00% - - 1.043554 -0.827861 6.114483 2.964681 -0.554223 -0.246492 -1.564465 0.122491 0.0285 0.0282 0.0013 nan nan
2459591 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.116973 1.646411 46.662092 13.232236 3.434974 4.251026 1.491283 0.368571 0.6239 0.6543 0.3817 2.992152 3.234395
2459590 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.423165 1.078502 42.385388 11.655337 2.232042 4.340906 2.310514 0.387026 0.6273 0.6536 0.3779 3.894480 4.174332
2459589 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.022192 0.600196 37.680037 10.294446 13.830455 3.447485 23.310064 5.469051 0.6529 0.6702 0.3128 3.345672 3.713361
2459588 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 226.950934 223.554336 inf inf 23.636780 26.891296 19.236591 18.001917 nan nan nan 0.000000 0.000000
2459587 dish_ok 100.00% - - - 100.00% 0.00% 352.694037 350.954891 inf inf 104.895598 107.891446 575.868624 564.877500 nan nan nan 0.000000 0.000000
2459586 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.135192 0.395787 4.174220 0.820964 7.916409 1.297007 1.980747 1.416174 0.6491 0.6541 0.3694 3.704538 3.560107
2459585 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.081882 0.990995 7.174064 2.189746 5.627691 0.630065 2.217104 1.059303 0.0314 0.0320 0.0030 0.000000 0.000000
2459584 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 20.846133 19.625464 13.496499 3.583852 49.737184 13.321296 -0.352796 -0.056211 0.5972 0.6128 0.3724 13.757470 15.608135
2459583 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.972310 2.353083 16.037190 2.870986 0.910667 2.463208 0.430155 3.823280 0.6176 0.6400 0.3922 3.686332 3.774165
2459582 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.494630 1.316529 14.117300 2.607099 1.717948 3.037563 0.094438 1.928823 0.6296 0.6530 0.3928 3.306327 3.462168
2459581 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459580 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.754786 1.769519 16.062333 2.467487 1.325794 2.635364 0.170895 2.465496 0.6331 0.6555 0.3876 3.850686 3.902926
2459579 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.526431 0.763199 18.557568 3.492687 0.632991 2.492757 0.991101 1.883717 0.6305 0.6592 0.3943 3.308325 3.699424
2459578 dish_ok 0.00% 100.00% 100.00% 0.00% - - 1.064998 -0.594821 2.241285 -0.033423 -0.269666 -0.133715 1.908571 0.125899 0.0283 0.0300 0.0021 nan nan
2459577 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.202680 1.954952 14.986333 2.224239 2.487993 1.898261 -0.035919 0.104277 0.6319 0.6579 0.3893 3.314762 3.487209
2459576 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.867673 1.650276 11.608517 1.973164 2.157756 1.322143 0.875599 0.307972 0.6545 0.6741 0.3848 2.994735 3.142940
2459575 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.283782 0.846290 11.218582 2.070756 13.386893 2.239452 21.870855 2.779176 0.7180 0.7303 0.3399 0.000000 0.000000
2459574 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.836131 0.689033 11.266056 1.826970 0.948390 1.953312 1.806355 -0.270601 0.6570 0.6805 0.3747 3.114414 3.194910
2459573 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.501318 1.822972 20.154999 3.574143 0.030666 2.189423 0.746431 2.554655 0.6329 0.6561 0.3957 0.000000 0.000000
2459572 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.180019 1.780489 11.282832 1.817127 1.091368 1.147585 1.856274 0.907423 0.6393 0.6582 0.3941 2.910350 2.777330
2459571 dish_ok 0.00% 100.00% 100.00% 0.00% - - 0.600907 -0.527343 2.069896 -0.097367 -0.929942 -0.896748 1.645850 0.195146 0.0297 0.0313 0.0028 nan nan
2459570 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.164538 7.558830 21.504918 10.926015 6.628714 6.880000 5.440909 4.942547 0.6345 0.6670 0.3753 5.436811 5.316860
2459569 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.480633 0.538005 13.071454 2.235277 21.102231 2.228190 20.265937 3.106619 0.7143 0.7288 0.2575 3.642905 3.965304
2459566 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.404705 0.984668 15.140526 2.660287 2.609613 2.211693 -0.034350 -0.257032 0.6413 0.6662 0.4043 9.217382 1.817634
2459565 dish_ok 0.00% - - - 100.00% 0.00% 0.000000 0.000000 -0.016407 -0.016407 -0.758305 -0.758305 -0.875717 -0.875717 nan nan nan 0.000000 0.000000
2459564 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.862351 1.185492 -1.217256 -0.011690 0.123856 -1.364740 -0.149673 -1.398211 0.6824 0.6722 0.4047 2.613324 2.475150
2459563 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459562 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.500405 -0.032527 -0.425078 -0.547172 1.061666 -2.275135 0.109817 -1.091003 0.6787 0.6743 0.3956 2.853194 2.590925
2459561 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.679046 0.850570 -0.446047 -0.063330 1.046949 -2.058236 0.613536 -1.391437 0.6798 0.6738 0.3924 3.205115 2.837982
2459560 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.772679 0.701011 -0.277167 -0.215106 1.155463 -1.351550 0.516822 -0.817629 0.6770 0.6665 0.4051 3.162522 2.819402
2459559 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.307998 1.154206 -0.526869 0.289688 1.083300 -0.966888 0.372064 -1.136794 0.6768 0.6723 0.4013 2.482974 2.312997
2459558 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.120764 4.755477 -0.402567 9.025605 0.948297 8.587737 0.407310 -1.254825 0.6748 0.6637 0.4091 2.708114 2.603167
2459557 dish_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0316 0.0308 0.0026 nan nan
2459556 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.165516 4.789003 -0.321129 9.350291 1.300545 7.968702 0.582089 -2.426304 0.6803 0.6751 0.3983 2.751549 2.677685
2459553 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6780 0.6679 0.4131 nan nan
2459552 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.617907 5.564607 0.069220 13.275096 0.765416 15.159166 0.324373 0.200663 0.6819 0.6726 0.4128 0.000000 0.000000
2459551 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.358707 0.474375 -0.662341 -0.106865 1.434946 -1.876193 0.375725 -1.412696 0.6710 0.6692 0.4094 2.598604 2.471889
2459550 dish_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0523 0.0523 0.0016 nan nan
2459549 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459542 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.424011 4.068598 -0.365162 19.463290 -0.558394 0.735636 0.285630 -1.591363 0.7342 0.7221 0.3768 2.946257 2.736821
2459541 dish_ok 100.00% 1.79% 1.79% 0.00% 100.00% 0.00% 2.496652 3.523704 0.260805 11.409487 -0.086781 8.761045 0.053189 3.109759 0.7199 0.7017 0.3521 3.899615 3.420875
2459540 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.160155 1.613568 -0.642121 1.090357 0.848119 -0.381292 -0.014218 -0.942472 0.7326 0.7074 0.3717 2.679160 2.567464
2459536 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.103756 6.586355 0.224541 16.488257 1.326446 15.720782 0.142189 -2.800515 0.7069 0.6982 0.4270 2.671645 2.364257
2459535 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.710229 1.498825 -0.359134 0.892657 0.298116 0.094324 0.105473 -1.003257 0.7594 0.7263 0.3876 2.744841 2.569489
2459534 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.780105 1.297995 -0.221014 -0.022706 0.766865 -0.307562 0.442688 -0.611784 0.7536 0.7250 0.3807 6.077816 5.261758
2459533 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.148131 5.111063 -0.424719 9.712925 2.519407 9.145750 0.811713 -1.527262 0.6935 0.6804 0.4102 2.665632 2.551505
2459532 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.463659 5.937881 -0.098148 12.539441 2.269716 12.026217 0.265235 -1.016069 0.6948 0.6786 0.4151 2.862306 2.717512
2459530 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.481899 0.961135 -0.494739 -0.028107 1.421765 -1.370735 0.076605 -0.861189 0.7164 0.6985 0.4120 2.721516 2.564621
2459527 dish_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 dish_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 dish_ok 100.00% 100.00% 100.00% 0.00% - - 0.326656 3.805045 -0.671668 4.602508 0.871940 0.746976 3.511695 0.583870 0.0358 0.0337 0.0027 nan nan
2459508 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.476183 6.426748 -0.953560 7.580310 0.914036 6.942981 -0.120234 9.019459 0.8820 0.8968 0.2737 0.000000 0.000000
2459505 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.910062 4.156960 -0.086203 9.461267 2.577632 3.726159 1.295360 0.058657 0.8748 0.8338 0.2321 5.631293 5.164273

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 21: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 4.334033 0.059346 -0.984284 0.864156 -0.467593 1.819986 -0.102559 0.167800 4.334033

Antenna 21: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 3.832350 0.065290 -0.641749 0.647306 0.042649 0.453040 0.765468 2.003138 3.832350

Antenna 21: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 6.779951 0.975152 0.209222 0.940526 0.877425 0.046592 -0.852800 6.779951 0.570930

Antenna 21: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 17.416370 -0.462027 -0.370322 -0.961251 -0.735251 -0.486805 0.382034 17.416370 3.933724

Antenna 21: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 19.048237 -0.657076 -0.423342 1.651378 -0.703159 0.099319 0.649538 19.048237 1.346243

Antenna 21: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 21: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 17.577428 -0.604467 0.129793 0.935375 -0.052109 0.056857 0.244440 17.577428 0.177501

Antenna 21: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Power 6.940245 -0.645208 1.245322 2.008339 6.940245 2.299010 2.700674 3.612924 -0.407853

Antenna 21: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Power 6.169650 1.584138 -0.413561 6.169650 1.441428 2.218467 2.983739 -0.415082 3.887796

Antenna 21: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 9.225370 -0.268846 0.630160 0.976756 0.755177 1.132388 0.623495 9.225370 1.045152

Antenna 21: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 8.978063 0.100412 0.803434 0.883436 0.563806 1.050231 0.897826 8.978063 1.466587

Antenna 21: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 15.683628 1.414380 1.909725 3.490655 2.335019 15.448195 15.683628 0.313642 3.818779

Antenna 21: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 16.532534 0.055577 1.564234 3.951458 5.939931 1.703545 1.130927 16.532534 1.562235

Antenna 21: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Discontinuties 183.496912 4.357940 -0.336325 5.364088 3.065641 53.377620 29.815252 183.496912 138.615138

Antenna 21: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 36.260508 5.388680 0.876612 15.776101 0.503208 36.260508 1.911283 31.905982 2.704297

Antenna 21: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 142.888790 4.352921 3.944215 24.052145 22.754536 105.527944 142.888790 91.627083 99.568086

Antenna 21: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Variability 6.803842 -0.810495 0.003033 -0.102266 -0.099624 -0.214943 6.803842 -0.276101 1.716860

Antenna 21: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 0.889487 -0.463775 0.696861 0.889487 0.198065 0.449618 0.495416 -0.062153 0.262630

Antenna 21: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 1.242869 -0.817401 0.629914 0.900195 0.213025 1.242869 -0.454464 0.441958 0.993136

Antenna 21: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Discontinuties 2.232698 0.926978 -0.636321 0.609727 0.966152 1.569371 0.299402 2.232698 0.739244

Antenna 21: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 137.939275 0.718710 1.443410 0.224892 9.685742 1.448598 137.939275 1.830610 39.467803

Antenna 21: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 70.480894 2.029472 0.765536 5.868475 0.481558 70.480894 2.447975 25.144259 2.266094

Antenna 21: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 75.068608 6.601962 1.183687 40.427798 0.676324 75.068608 1.108708 53.951910 4.058936

Antenna 21: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 153.400096 0.560730 1.884753 0.518647 14.696374 -1.327241 153.400096 -0.843234 90.541140

Antenna 21: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 111.462061 5.917577 1.006188 20.252860 1.134342 111.462061 13.371763 60.393795 45.473621

Antenna 21: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 203.360650 0.864956 5.176154 0.470723 18.946478 35.521153 203.360650 77.173948 95.796815

Antenna 21: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 1.684797 0.182798 -1.089868 0.029325 -1.268476 0.429762 0.852855 0.402022 1.684797

Antenna 21: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 29.368982 0.523639 3.124466 0.354550 6.918389 10.009268 13.437591 25.145887 29.368982

Antenna 21: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 5.035807 2.211956 0.647277 4.947727 0.346889 5.035807 0.470769 3.235317 0.603702

Antenna 21: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 34.853959 0.774609 1.758542 0.439067 4.144409 15.912991 18.432122 20.835229 34.853959

Antenna 21: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability -0.025064 -0.106855 -0.742066 -0.317584 -0.069894 -0.292248 -0.025064 -0.276831 -0.357465

Antenna 21: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 0.907166 -0.984332 0.186426 0.012932 -0.236354 0.907166 -0.475647 -0.465029 0.027785

Antenna 21: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Shape 0.515157 0.515157 -0.548628 -0.215429 -0.664398 -0.218250 -0.009992 -0.263449 -0.855372

Antenna 21: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 11.971291 1.629557 4.762932 0.945344 10.771851 1.633566 11.971291 0.025130 6.623971

Antenna 21: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 201.969376 1.012372 10.627659 0.449990 36.205019 13.165435 106.652374 28.551138 201.969376

Antenna 21: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 6.793680 0.870355 2.373291 0.629267 6.793680 2.947878 1.915896 2.194488 5.379552

Antenna 21: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Variability 50.973650 -0.443020 2.617236 -0.798587 2.504572 50.973650 49.067914 40.404885 39.774958

Antenna 21: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 Not Found nn Shape 8.111459 8.111459 -0.517851 4.842172 -0.203274 1.659918 2.235144 1.574385 3.754250

Antenna 21: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Variability 282.599965 1.707376 3.602916 3.077943 7.349889 26.057256 282.599965 35.039233 127.514407

Antenna 21: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 131.780130 0.641144 -0.093461 -0.571189 1.373062 16.271952 75.756035 74.465364 131.780130

Antenna 21: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 16.038299 0.926160 -0.501039 1.166179 1.327571 2.082431 1.281167 2.645332 16.038299

Antenna 21: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 20.995340 0.461855 -0.012407 -0.367210 -0.212083 3.412380 2.408700 2.208651 20.995340

Antenna 21: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 14.317295 0.074012 0.374944 -0.662595 -0.696832 2.284473 2.619376 14.317295 3.318410

Antenna 21: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 78.114772 0.117676 -0.683961 -0.432040 0.586089 46.026905 44.921806 53.041934 78.114772

Antenna 21: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 20.338262 1.486150 -0.019206 0.780206 1.659733 0.631845 -0.015728 2.880966 20.338262

Antenna 21: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 32.081140 -0.581998 0.305561 0.539669 0.142381 1.519570 1.087532 32.081140 19.945974

Antenna 21: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 36.795756 -0.670551 -0.085199 -0.701244 -0.765300 31.548411 31.682482 36.795756 28.110599

Antenna 21: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 40.115227 -0.593267 -0.448362 -0.922899 -0.979203 10.607424 11.040275 40.115227 31.450722

Antenna 21: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 44.366584 -0.702374 -0.391927 -0.612315 -0.938463 17.334695 17.770354 44.366584 37.831753

Antenna 21: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 46.189087 0.299993 2.067813 1.410343 0.873652 17.433635 17.090184 46.189087 30.335506

Antenna 21: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 42.735813 -0.578712 -0.745274 -0.996693 -0.807550 14.852507 14.708195 31.841980 42.735813

Antenna 21: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 31.028779 -0.762710 -0.676516 -0.547823 -0.847139 27.068294 27.302936 31.028779 21.901727

Antenna 21: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 47.612788 -0.617901 -0.601720 -0.753828 -0.824318 29.202525 29.801772 47.612788 37.701887

Antenna 21: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 21: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 48.577291 -0.832754 -0.653752 -0.663298 -1.009809 14.872281 14.842389 48.577291 34.432178

Antenna 21: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 114.682312 1.831988 1.468087 1.291173 11.232437 3.574512 57.460968 45.757048 114.682312

Antenna 21: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Variability 3.868015 -0.546800 -0.801164 -0.930527 0.018215 3.868015 1.390336 1.046707 2.371486

Antenna 21: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 293.897109 0.144899 -0.462863 0.743013 -0.899415 293.897109 62.184869 49.092339 27.709949

Antenna 21: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 7.437646 -0.153913 -0.598284 -0.761065 -0.103498 2.948458 0.560403 3.306416 7.437646

Antenna 21: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 14.558843 0.024234 -0.602219 -0.822961 -0.384371 0.705154 1.004722 3.543201 14.558843

Antenna 21: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 11.819960 -0.421376 -0.688710 -0.807173 -0.546013 5.827145 0.952840 3.952674 11.819960

Antenna 21: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 22.995383 1.179033 -0.505483 0.753239 1.519171 1.284318 1.290261 1.902244 22.995383

Antenna 21: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 21.734314 -0.731211 -0.355635 -0.425912 -0.733213 1.356160 0.336004 21.734314 3.034555

Antenna 21: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 3.960933 0.003134 0.401034 1.575927 0.945568 1.767777 0.575553 3.960933 0.879992

Antenna 21: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 4.741716 0.084172 -0.047253 -0.721691 -0.738235 0.231826 -0.754638 4.741716 1.316342

Antenna 21: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 8.797520 0.183123 0.147307 -0.574924 -0.635097 0.076715 0.863735 8.797520 1.274989

Antenna 21: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 dish_ok nn Temporal Variability 31.726039 1.386285 0.082823 0.431852 4.057796 0.450137 31.726039 3.571192 19.839758

Antenna 21: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 dish_ok ee Temporal Variability 26.686789 0.269973 0.680794 -0.319606 -1.944445 6.380708 26.686789 7.602091 2.176892

Antenna 21: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 dish_ok nn Temporal Discontinuties 3.029250 0.246692 0.108479 -0.447356 -0.584661 -0.807161 -0.560007 3.029250 0.695104

Antenna 21: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 dish_ok nn Temporal Discontinuties 8.214834 -0.374830 0.031225 -0.350023 -0.663196 0.411388 3.425378 8.214834 3.728715

Antenna 21: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 dish_ok nn Temporal Variability 8.454193 -0.269061 0.353670 -0.703061 -0.897924 8.454193 1.629526 1.880812 2.051729

Antenna 21: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 dish_ok nn Temporal Discontinuties 12.783345 2.149279 -0.645409 0.052213 0.637012 2.153336 2.132480 2.932784 12.783345

Antenna 21: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 dish_ok nn Temporal Discontinuties 12.347106 -0.183877 2.472367 0.590771 0.262004 0.873021 0.733704 12.347106 1.796841

Antenna 21: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 dish_ok ee Temporal Discontinuties 12225.783968 3234.890126 3234.890126 3020.395080 3020.395080 2429.202002 2429.202002 12225.783968 12225.783968

Antenna 21: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 dish_ok nn Temporal Discontinuties 2890.385656 793.819244 793.819244 715.796331 715.796331 727.655605 727.655605 2890.385656 2890.385656

Antenna 21: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 dish_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 21: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 dish_ok nn Temporal Variability 16.802064 0.279841 1.705525 1.646236 -0.301755 16.802064 0.434511 12.707597 1.479157

Antenna 21: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Shape 0.949151 0.949151 -0.223853 -0.750957 -0.847996 -0.669370 0.859966 -0.648242 0.415796

Antenna 21: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok nn Temporal Variability 69.248765 1.285347 3.311656 1.124708 3.926704 45.907451 69.248765 1.846224 10.736399

Antenna 21: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok nn Temporal Discontinuties 48.166260 3.979935 1.670479 30.141558 8.269282 2.094373 2.425891 4.346498 48.166260

Antenna 21: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok nn Temporal Discontinuties 35.993972 4.272790 1.678128 32.604430 8.908999 4.696716 2.974138 6.668531 35.993972

Antenna 21: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok nn Temporal Discontinuties 28.405244 4.496520 1.011975 23.465973 6.442626 6.773673 6.742405 3.919808 28.405244

Antenna 21: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 21: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Power 27.980880 2.076938 3.032955 7.013972 27.980880 16.770800 5.413106 8.490679 8.190561

Antenna 21: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Power 21.401599 2.076154 3.735257 5.377815 21.401599 1.574671 2.125902 9.608714 2.193366

Antenna 21: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Power 20.631601 1.979390 4.511197 5.047549 20.631601 1.636161 6.082442 10.951710 2.883386

Antenna 21: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Power 26.575731 4.493561 2.514095 26.575731 7.020782 2.475426 1.963893 0.577973 15.966491

Antenna 21: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 2 dish_ok nn Temporal Discontinuties 31.057348 1.810743 5.030452 8.496331 31.016045 5.551659 5.010101 31.057348 2.416002

Antenna 21: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Power 25.373190 4.256828 1.057103 25.373190 6.485019 3.299814 4.814059 2.004264 18.915768

Antenna 21: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Power 26.313808 1.832786 5.318735 6.727589 26.313808 2.553373 6.134711 17.267971 1.618487

Antenna 21: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Power 29.785508 11.194677 1.917860 29.785508 7.776481 27.963431 7.857620 3.981128 19.087420

Antenna 21: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Power 26.925117 1.699243 4.624724 7.175651 26.925117 1.433681 3.057567 11.575136 2.067851

Antenna 21: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 2 dish_ok nn Temporal Variability 41.058812 1.812911 4.157125 10.077193 25.819598 41.058812 9.697929 12.503068 3.709886

Antenna 21: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 21: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Shape 8.446426 2.011047 8.446426 4.655130 8.042491 -0.255897 0.145748 2.654560 4.176590

Antenna 21: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Power 31.074543 7.007836 1.432124 31.074543 8.565785 29.679367 10.491125 21.619479 14.380279

Antenna 21: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Power 27.765822 4.975077 0.590820 27.765822 7.493501 3.104097 2.733634 6.318305 5.011726

Antenna 21: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok nn Power 3.253566 -0.689808 1.731308 -0.267527 3.253566 -0.203591 -0.610623 0.868011 0.593428

Antenna 21: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Power 46.077619 2.720293 7.765295 17.986310 46.077619 28.962979 30.092981 16.779189 12.426108

Antenna 21: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 2 dish_ok ee Shape 8.209921 8.209921 0.792420 6.180176 2.745734 -0.167220 -0.148766 3.670730 1.539686